{"id":"W2327745722","doi":"10.1007/s00170-016-8564-x","title":"Machinability study of recycled aluminum cans and machining chips","year":2016,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; École de Technologie Supérieure","funders":"","keywords":"Machinability; Machining; Aluminium; Metallurgy; Materials science; Surface roughness; Factorial experiment; Lubrication; Surface finish; Composite material; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002690979,0.0001395755,0.0002338833,0.0002504266,0.000038404,0.00001191269,0.0008329116,0.0000757562,0.00002758004],"category_scores_gemma":[0.0001634267,0.00007820981,0.00004003557,0.00004605272,0.0001592315,0.0001629716,0.0002112915,0.0002788949,8.303765e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160683,"about_ca_system_score_gemma":0.00002173243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000305782,"about_ca_topic_score_gemma":0.0001682676,"domain_scores_codex":[0.998951,0.00002851568,0.0004540836,0.0001128468,0.0003083953,0.00014515],"domain_scores_gemma":[0.999297,0.0001142045,0.0002201617,0.0002180348,0.0001180378,0.00003259358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005374778,0.0001486924,0.01560296,0.00003831801,0.001005121,0.0001177786,0.002037224,0.005068906,0.3433924,0.0006732176,0.00008481437,0.6312931],"study_design_scores_gemma":[0.002401557,0.0004135861,0.01449124,0.0002054143,0.00004391315,0.001061246,0.001660528,0.000168225,0.9552332,0.0228732,0.001216133,0.0002317926],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960095,0.0003843599,0.001496805,0.001347237,0.0005297792,0.0000901118,0.000003443249,0.0001041932,0.00003459661],"genre_scores_gemma":[0.9986101,0.0002135699,0.001048874,0.00001999064,0.00005605428,0.000004039399,9.421463e-8,0.00002676734,0.00002052039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6310613,"threshold_uncertainty_score":0.3189304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00606079189128409,"score_gpt":0.2185872403380139,"score_spread":0.2125264484467298,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}